Analyze the sentiment or mood conveyed by an image with a local vision LLM. Wraps kuzco's tool_llm_image_sentiment() ellmer tool. Use when the task needs the emotional tone of an image, e.g. for content moderation, marketing, or curation.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Analyze the sentiment or mood conveyed by an image using a local vision language model, exposed as an ellmer tool by the kuzco R package.
The user wants the emotional tone of an image: cheerful, somber, threatening, calm. Useful for content moderation triage, marketing asset selection, or photo curation. For factual descriptions of image contents, use kuzco-classification.
library(kuzco)
library(ellmer)
chat <- chat_ollama(model = "qwen2.5vl")
chat$register_tool(tool_llm_image_sentiment())
image (required): local file path to a jpeg, jpg, or png image.additional_prompt (optional): extra instructions, e.g. "consider cultural context".language (optional): output language, e.g. "English".Compact JSON text with image_sentiment, image_score, sentiment_description,
and image_keywords. Lead with the sentiment label and score, then the description.
Present sentiment as the model's reading, not as ground truth.
User: "What mood does img/sunset.jpg convey?"
- Call
kuzco_image_sentimentwithimage = "img/sunset.jpg".- Report the sentiment, score, and description.
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Generate accessibility alt text for an image with a local vision LLM. Wraps kuzco's tool_llm_image_alt_text() ellmer tool. Use when the task needs a short textual description of an image, e.g. for accessibility, captions, or image indexing.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Classify an image and describe its contents with a local vision LLM. Wraps kuzco's tool_llm_image_classification() ellmer tool. Use when the task needs image classification, object identification, or a structured description of what an image contains.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Run a custom computer-vision prompt against an image with a local vision LLM. Wraps kuzco's tool_llm_image_custom() ellmer tool. Use when none of the specialized kuzco image skills (classification, OCR, recognition, sentiment, alt text) fit the task.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Extract text visible in an image (OCR) with a local vision LLM. Wraps kuzco's tool_llm_image_extract_text() ellmer tool. Use when the task needs reading text from screenshots, documents, signs, labels, or any image containing writing.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Recognize and locate instances of an object in an image with a local vision LLM. Wraps kuzco's tool_llm_image_recognition() ellmer tool. Use when the task needs finding, counting, or locating specific objects (faces, cars, animals) in an image.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.